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Diffusion Models

4342 directly classified papers

Papers per year

Papers

CraftSVG: Multi-Object Text-to-SVG Synthesis via Layout Guided Diffusion WACV 2026

RemEdit: Efficient Diffusion Editing with Riemannian Geometry WACV 2026

FreeCond: Free Lunch in the Input Conditions of Text-Guided Inpainting WACV 2026

Unsupervised Segmentation by Diffusing, Walking and Cutting WACV 2026

Reverse Personalization WACV 2026

DCText: Scheduled Attention Masking for Visual Text Generation via Divide-and-Conquer Strategy WACV 2026

Pose-Diverse Multi-View Virtual Try-on from a Single Frontal Image via Diffusion Transformer WACV 2026

Morphing Through Time: Diffusion-Based Bridging of Temporal Gaps for Robust Alignment in Change Detection WACV 2026

Blur2Sharp: Human Novel Pose and View Synthesis with Generative Prior Refinement WACV 2026

Energy Matching based Preference Learning for Diffusion Language Models EACL 2026

MAViS: A Multi-Agent Framework for Long-Sequence Video Storytelling EACL 2026

MetaDiT: Enabling Fine-grained Constraints in High-degree-of Freedom Metasurface Design AAAI 2026

Weakly-Supervised Image Forgery Localization via Vision-Language Collaborative Reasoning Framework AAAI 2026

Physically-Informed Flow Matching with Graph Neural Networks for Complex Fluid Dynamics AAAI 2026

De Novo Molecular Generation from Mass Spectra via Many-Body Enhanced Diffusion AAAI 2026

FastFLUX: Pruning FLUX with Block-wise Replacement and Sandwich Training AAAI 2026

Multivariate Diffusion Transformer with Decoupled Attention for High-Fidelity Mask-Text Collaborative Facial Generation AAAI 2026

DEIG: Detail-Enhanced Instance Generation with Fine-Grained Semantic Control AAAI 2026

Rectified Noise: A Generative Model Using Positive-incentive Noise AAAI 2026

BokehFlow: Depth-Free Controllable Bokeh Rendering via Flow Matching AAAI 2026

Tuning-Free Amodal Segmentation via the Occlusion-Free Bias of Inpainting Models AAAI 2026

EchoMimicV3: 1.3B Parameters Are All You Need for Unified Multi-Modal and Multi-Task Human Animation AAAI 2026

Image Content Matters: An Image Content Aware State Space Model for Accelerated MRI Reconstruction AAAI 2026

Learning Beyond Vision: Vision-Language Distillation and Edge-Aware Mix Diffusion in Semi-Supervised Semantic Segmentation AAAI 2026

Sortblock: Similarity-Aware Feature Reuse for Diffusion Model AAAI 2026